emcee : The MCMC Hammer

2013/03/01 by Daniel Foreman-Mackey, David W. Hogg, Dustin Lang +1 · 631 citations
Mathematics · Physics and Astronomy · #Markov Chains and Monte Carlo Methods #Statistical Mechanics and Entropy #Galaxies: Formation, Evolution, Phenomena

paper · pdf · doi:10.1086/670067

Abstract

We introduce a stable, well tested Python implementation of the affine-invariant ensemble sampler for Markov chain Monte Carlo (MCMC) proposed by Goodman & Weare (2010). The code is open source and has already been used in several published projects in the astrophysics literature. The algorithm behind emcee has several advantages over traditional MCMC sampling methods and it has excellent performance as measured by the autocorrelation time (or function calls per independent sample). One major advantage of the algorithm is that it requires hand-tuning of only 1 or 2 parameters compared to ∼ N² for a traditional algorithm in an N-dimensional parameter space. In this document, we describe the algorithm and the details of our implementation and API. Exploiting the parallelism of the ensemble method, emcee permits any user to take advantage of multiple CPU cores without extra effort. The code is available online at http://dan.iel.fm/emcee under the MIT License.

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• An improved test of the strong equivalence principle with the pulsar in a triple star system
• Cosmological measurement of the gravitational constant G using the CMB
• Coulomb-free 1S0 p − p scattering length from the quasi-free p + d → p + p + n reaction and its relation to universality
• VLTI-GRAVITY measurements of cool evolved stars
• Target localization, identification and sensing using latent symmetries
• Evidence for a Nonzero Eccentricity Superpuff Exoplanet WASP-107 b Using JWST Occultation Observation
• Water D/H in 3I/ATLAS as a Probe of Formation Conditions in Another Planetary System
• GI 725A b: A potential super-Earth detected with SOPHIE and SPIRou in an M dwarf binary system at 3.5 pc
• Population Properties of Compact Objects from the Second LIGO-Virgo Gravitational-Wave Transient Catalog
• Chemistry and ro-vibrational excitation of HeH⁺ in the Planetary Nebula NGC 7027
• Towards a measurement of the primordial helium isotope ratio
• Emerging Diversity Among the Main-Belt Comets: Insights from JWST and Ground-Based Observations of 457P/Lemmon-PANSTARRS
• The T16 Planet Hunt: 10,000 New Planet Candidates from TESS Cycle 1 and the Confirmation of a Hot Jupiter Around TIC 183374187
• JWST spectral retrieval of cold directly imaged planet WD0806 b and the first measurement of altitude-dependent K_zz in exoplanet atmospheres
• A Cool Earth-sized Planet Candidate Transiting a Tenth Magnitude K-dwarf From K2
• The White Dwarf Initial-Final Mass Relation from Open Clusters in Gaia DR3
• Horizontal and vertical exoplanet thermal structure from a JWST spectroscopic eclipse map
• Accelerating behavior from dynamical system analysis parameters
• Oxygen isotopes reveal low-mass star dominance in the Small Magellanic Cloud
• Serendipitous Discovery of a Faint Planetary Nebula in the Massive Young LMC Cluster NGC 1866
• JWST-TST DREAMS: Quartz Clouds in the Atmosphere of WASP-17b
• Close-in planet induces flares on its host star
• The Bispectrum of Intrinsic Alignments: II. Precision Comparison Against Dark Matter Simulations
• The great wave
• HST-COS Transit Spectroscopy of KELT-20b: First Detection of Excess Far-ultraviolet Absorption From an Ultra-hot Jupiter
• From Rare Events to a Population: Discovering Overlooked Extragalactic Magnetar Giant Flare Candidates in Archival Fermi Gamma-ray Burst Monitor Data
• Constraining and Comparing the Dynamical Dark Energy and f(R) Modified Gravity Models with Cosmological Distance Measurements
• A Search for Supermassive Black Hole Binary Candidates in 46-Year Radio Light Curves of 83 Blazars
• A test of Amati relation using HII galaxy distances
• Revisiting the 150 MHz Radio Luminosity Function of Star-Forming Galaxies with LOFAR Deep Fields through a Refined Statistical Framework
• Stellar Wind-Blown Bubbles as Environments for Late-Time Rebrightening of Gamma-Ray Burst Afterglows
• Gravitational wave radiation from periodic orbits and quasi-periodic oscillations in Einstein non-linear Maxwell-Yukawa black hole
• Earth Analogs in Reflected Light: Insights from Early Spectral Characterization in Unconstrained Orbits
• Lost in Space? Relativistic Interstellar Navigation using an Astrometric Star Catalog
• The GAPS Programme at TNG
• Addressing Synchrotron Challenges for CMB Observations: ELFS-SA Collaboration for Robust Foreground Removal
• Debiasing cosmological parameters from large-scale foreground contamination in Cosmic Microwave Background data
• Measuring cosmic dipole with the GRB luminosity-time relation
• Beyond ΛCDM: Exploring a Dynamical Cosmological Constant Framework Consistent with Late-Time Observations
• Exploring Joint Observation of the CSST Shear and clustering of astrophysical gravitational wave source measurements
• A SkyMapper view of the Large Magellanic Cloud: the dynamics of stellar populations
• A Compact Multi-Planet System of Three Transiting Giant Planets Around TIC118798035
• Probing cosmology with bright sirens from the CosmoDC2_BCO LSST synthetic catalog
• Regional heterogeneity in left atrial stiffness impacts passive deformation in a cohort of patient-specific models
• SKYSURF-11: A New Zodiacal Light Model Optimized for Optical Wavelengths
• Milky Way Mass Through Escape Velocity Curve from LAMOST K Giants
• The thermal and kinematic Sunyaev-Zeldovich effect in galaxy clusters and filaments using multifrequency temperature maps of the cosmic microwave background: Abell 399--Abell 401 cluster pair case study
• Cosmic shear with one component and its application to future radio surveys
• Attributing the O'Connell effect in contact binaries to a cooling mass-transfer stream
• Resolving the dusty star-forming galaxy GN20 at z=4.055 with NOEMA and JWST: A similar distribution of stars, gas and dust despite distinct apparent profiles
• A High-Resolution Spectroscopic Survey of Directly Imaged Companion Hosts: II. Diversity in C/O Ratios among Host Stars
• Evidence for a polar circumbinary exoplanet orbiting a pair of eclipsing brown dwarfs
• Estimating Orbital Parameters of Direct Imaging Exoplanet Using Neural Network
• Spectral Chebyshev Approximation of Cosmic Expansion in f(R) Gravity
• A merger within a merger: Chandra pinpoints the short GRB 230906A in a peculiar environment
• Non-Minimally Coupled Quintessence in Light of DESI
• NIRPS and TESS reveal a peculiar system around the M dwarf TOI-756: A transiting sub-Neptune and a cold eccentric giant
• Predicting the Subhalo Mass Functions in Simulations from Galaxy Images
• Exploring Warm Jupiter Migration Pathways with Eccentricities. I. Catalog of Uniform Keplerian Fits to Radial Velocities of 200 Warm Jupiters
• Demonstrating Exoplanet Transit Photometry from Space with a 15-mm Aperture Optical Navigation Camera on Hayabusa2
• SBi3PCF: Simulation-based inference with the integrated 3PCF
• Examining a new form of non-standard dark matter using DESI DR2 data
• Observational Constraints on Chaplygin Gas Models in Non-Minimally Coupled Power Law f(Q) Gravity with Quasars
• Enhanced Localization of Dark Lensed Gravitational Wave Events Enables Host Galaxy Identification and Precise Cosmological Inference
• Ultra-Faint Milky Way Satellites Discovered in Carina, Phoenix, and Telescopium with DELVE Data Release 3
• NGTS-EB-8: A double-lined eclipsing M+M binary discovered by citizen scientists
• Reanalysis of the eclipses of LHS 1140 c: No evidence of an atmosphere and implications for the internal structure of the planet
• Feeding the dead: neutral gas inflow with suppressed star formation in a long-quenched ancient massive galaxy at z~2.7 observed with JWST/NIRSpec
• Using chromatic covariance to correct for scintillation noise in ground-based spectrophotometry
• Angular BAO Measurements with the DESI DR1 BGS Sample
• Investigation for binary characteristics of LS I+61303 with optical polarization
• The Progenitor of the S147 Supernova Remnant
• Detection of Earth's free oscillations utilizing TianQin
• Gas thermodynamics meets galaxy kinematics: Joint mass measurements for eROSITA galaxy clusters
• Evidence of a Disk Wind Origin for Fluorescent H₂ in Classical T Tauri Stars
• A Systematic Literature Review of Machine Learning Techniques for Observational Constraints in Cosmology
• BEES: Quasar lifetime measurements from extended rest-optical emission line nebulae at z∼6
• Measuring the Temperature of Extremely Hot Shock-Heated Gas in the Major Merger MACS~J0717.5+3745 With Relativistic Corrections to the Sunyaev-Zel'dovich Effect
• Comparative Analysis of Seismicity Across Three Depth‐Dependent Slip Regimes in the Japan Trench Subduction Zone
• Rapid cosmological inference with the two-loop matter power spectrum
• Revisiting the Orbital Dynamics of the Hot Jupiter WASP-12 b with New Transit Times
• MUSEQuBES: Physical conditions, origins, and multi-element abundances of the circumgalactic medium of an isolated, star-forming dwarf galaxy at z=0.57
• JWST-TST DREAMS: The Nightside Emission and Chemistry of WASP-17b
• Estimation of intrinsic fast radio burst width and scattering distributions from CRAFT data
• Self-Interacting Sub-GeV Dark Matter with Strong MeV Gamma-ray
• Orbital decay candidates reconsidered: WASP-4 b is not decaying and Kepler-1658 b is not a planet
• Exploring Warm Jupiter Migration Pathways with Eccentricities II. Correlations with Host Star Properties and Orbital Separation
• Robust Kirkwood-Buff inversion in complex mixtures via reciprocal-space methods
• The Prevalence of Bursty Star Formation in Low-Mass Galaxies at z=1-7 from Hα-to-UV Diagnostics
• Observation of undepleted phosphine in the atmosphere of a low-temperature brown dwarf
• Beyond CPL: Evidence for dynamical dark energy in three-parameter models
• Spectral Mixture Modeling with Laboratory Near-Infrared Data I: Insights into Compositional Analysis of Europa
• UV Spectral Slope and Nebular Dust Attenuation in Dwarf Galaxies at 1.4
• Bayesian Model Comparison and Significance: Widespread Errors and how to Correct Them
• Dark forces suppress structure growth
• Using precession and Lense-Thirring effect to constrain a rotating regular black hole
• SN 2025coe: A Multiple-Peaked Calcium-Strong Transient from A White-Dwarf Progenitor
• oMEGACat. VII. Tracing Interstellar and Intracluster Medium of ω Centauri using Sodium Absorptions
• A Near-Infrared Extinction and Reddening Map Towards the Galactic Bulge Using UKIRT
• Uncertainties with low-resolution nuclear forces
• Explosion analysis from images: Trinity and Beirut*
• JWST/MIRI Imaging of the Warm Dust Component of the <i>ϵ</i> Eridani Debris Disk
• The Day-long, Repeating GRB 250702B: A Unique Extragalactic Transient
• Detection of X-ray emission from a bright long-period radio transient
• The lifetimes and potential change in planetary albedo owing to the oxidation of thin surfactant organic films extracted from atmospheric aerosol by hydroxyl (OH) radicals at the air–water interface of particles
• A Sun-like star orbiting a black hole
• Dynamical Masses for 23 Pre-Main Sequence Stars in Upper Scorpius: A Critical Test of Stellar Evolutionary Models
• Ross 458c: Gas Giant or Brown Dwarf?
• Comprehensive X-ray Observations of the Exceptional Ultra-long X-ray and Gamma-ray Transient GRB 250702B with Swift, NuSTAR, and Chandra: Insights from the X-ray Afterglow Properties
• Optical/infrared observations of the extraordinary GRB 250702B: a highly obscured afterglow in a massive galaxy consistent with multiple possible progenitors
• Visible-light Phase Curves from the Second Year of the TESS Primary Mission
• Mass stratification in the globular cluster system revealing the assembly history of the nearest S0 galaxy NGC 3115
• Modified Cosmology or Modified Galaxy Astrophysics is Driving the z&gt;6 JWST Results? CMB Experiments can discover the Origin in Near Future
• Outflow-cloud interaction as the possible origin of the peculiar radio emission in the tidal disruption event AT2018cqh
• A Comprehensive Measurement of the Local Value of the Hubble Constant with 1 km s⁻¹ Mpc⁻¹ Uncertainty from the Hubble Space Telescope and the SH0ES Team
• Reconciling the Tension Between Light Curve Modeling of Type II Supernovae and Neutrino-Driven Core-Collapse Supernovae Models with Late-Phase Spectroscopy
• Cosmological Dynamics of Matter Creation with Modified Chaplygin Gas and Bulk Viscosity
• The Extended Stellar Distribution in the Outskirts of the Ursa Minor Dwarf Spheroidal Galaxy
• Separating Photospheric and Starspot Magnetic Fields in Pre-Main-Sequence Stars Using IGRINS Spectroscopy
• A GLIMPSE of Intermediate Mass Black holes in the epoch of reionization: Witnessing the Descendants of Direct Collapse?
• Star Formation under a Cosmic Microscope: Highly magnified z = 11 galaxy behind the Bullet Cluster
• Inter-Spacecraft Tilt-to-Length Noise Reduction Algorithm for Taiji Mission
• Winding Motion of Spirals in a Gravitationally Unstable Protoplanetary Disk
• Constraints on the Orbit of the Young Substellar Companion GQ Lup B from High-Resolution Spectroscopy and VLTI/GRAVITY Astrometry
• The tangled warp of the Milky Way
• Kilometre-scale Jovian moon characterized for a potential JUICE flyby
• Accretion bursts crystallize silicates in a planet-forming disk
• Orbital and Atmospheric Modeling of H <scp>ii</scp> 1348B: An Eccentric Young Substellar Companion in the Pleiades
• Seasonal Changes in the Atmosphere of HD 80606 b Observed with JWST’s NIRSpec/G395H
• Milky Way evolution on a human timescale
• Isotopic evidence of long-lived volcanism on Io
• Inferring obscured cosmic black hole accretion history from AGN found by JWST/MIRI CEERS survey
• Infant Type Ia Supernovae from the KMTNet. I. Multicolor Evolution and Populations
• A Bayesian framework to investigate radiation reaction in strong fields
• Constraining Dike Opening Models With Seismic Velocity Changes Associated With the 2023–2024 Eruption Sequence on the Reykjanes Peninsula
• The Initial-to-final Mass Relation of White Dwarfs in Intermediate-separation Binaries
• Euclid: A complete Einstein ring in NGC 6505
• Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with <i>TESS</i> and <i>CHEOPS</i>
• Population of Merging Compact Binaries Inferred Using Gravitational Waves through GWTC-3
• UGC 2369S: A Kiloparsec-scale Triple Merger Candidate Identified in a Nearby Luminous Infrared Galaxy
• ASTEP confirmation of a pair of long-period Jupiter-sized planets with extremely low densities transiting TOI-791
• Hidden in Plain Sight: Searching for Globular Clusters within JWST Observations of the PLCK G165.7+67.0 Galaxy Cluster
• Can the Dust Eclipses in WR 104 Provide Constraints on the System’s Inclination?
• Hot Springs and Dust Reservoirs: JWST Reveals the Dusty, Molecular Aftermath of Extragalactic Stellar Mergers
• Testing anisotropic Hubble expansion
• MINDS. Anatomy of a Water-rich, Inclined, Brown Dwarf Disk: Lack of Abundant Hydrocarbons
• Earliest Galaxy Evolution in the CANUCS+Technicolor fields: Galaxy Properties at z∼10-16 seen with the Full NIRCam Medium and Broad Band Filters
• The Death of Vulcan: NEID Reveals That the Planet Candidate Orbiting HD 26965 Is Stellar Activity*
• Constraining deviations from ΛCDM in the Hubble expansion rate
• Precise Constraints on the Energy Budget of WASP-121 b from its JWST NIRISS/SOSS Phase Curve
• Vacuum birefringence in the polarized X-ray emission of a radio magnetar
• Silicate Precursor Silane detected in Cold Low-Metallicity Brown Dwarf
• TOI-2155b: a high-mass brown dwarf near the hydrogen burning mass limit from the TESS mission
• Revisiting Galaxy Cluster Scaling Relations through Dark Matter-Gas Coherence: Scatter Dependence on Dynamical State
• The HD 60779 Planetary System: A Transiting Sub-Neptune on a 30-day Orbit and a More Massive Outer World
• The Hubble Tension resolved by the DESI Baryon Acoustic Oscillations Measurements
• The 2025 outburst of IGR J17511-3057: timing and spectral insights from NICER and NuSTAR
• RedDots: a temperate 1.5 Earth-mass planet candidate in a compact multiterrestrial planet system around GJ 1061
• Population-Dependent r-process Scatter in the Globular Cluster M15
• Overdispersed radio source counts and excess radio dipole detection
• Binary-lens Microlensing Degeneracy: Impact on Planetary Sensitivity and Mass-ratio Function
• ExoIris: fast exoplanet transmission spectroscopy in Python
• Constraining the rotating Simpson-Visser spacetime from the observed quasi-periodic oscillations in black holes
• ATREIDES I. Embarking on a trek across the exo-Neptunian landscape with the TOI-421 system
• Measuring the Two-Dimensional Thermal Structures of Protoplanetary Disks
• A dark energy model for coasting cosmology
• Constraining Cosmology with Double-source-plane Strong Gravitational Lenses from the AGEL Survey
• Cosmological Implications of a New Creation Field in Hoyle-Narlikar Gravity with Bulk Viscous Fluid
• New Orbital Constraints for YSES 1 b and HR 2562 B from High-Precision Astrometry and Planetary Radial Velocities
• Dichotomy in Long-Lived Radio Emission from Tidal Disruption Events AT 2020zso and AT 2021sdu: Multi-Component Outflows vs. Host Contamination
• Possible Evidence for the Presence of Volatiles on the Warm Super-Earth TOI-270 b
• Looking into the faintEst WIth MUSE (LEWIS): Exploring the nature of ultra-diffuse galaxies in the Hydra-I cluster IV. A study of the Globular Cluster population in four UDGs
• Ionization and temperature measurements in warm dense copper using x-ray absorption spectroscopy
• JWST Thermal Emission of the Terrestrial Exoplanet GJ 1132b
• Effects of Matter Lagrangian in f(Q,T) Gravity: The Accelerating Cosmological Model
• Puffed-up Inner Rings and Razor-thin Outer Rings in Structured Protoplanetary Disks
• DELVE Milky Way Satellite Census I: Satellite Population and Survey Selection Function
• WIYN Open Cluster Study. XCVII. An Extended Radial-Velocity Survey and Spectroscopic Binary Orbits in the Open Cluster NGC 188
• A tidal disruption event coincident with a high-energy neutrino
• The Photospheric Emission of a Short-Duration Gamma-Ray Burst Emerging from a Realistic Binary Neutron Star Merger
• The Polar Orbit of TOI-2374 b, a Planet in the Neptunian Ridge
• Two Directly Imaged, Wide-orbit Giant Planets around the Young, Solar Analog TYC 8998-760-1^*
• Hydrocarbon Hazes on Temperate sub-Neptune K2-18b supported by data from the James Webb Space Telescope
• Active galactic nuclei do not exhibit stably periodic brightness variations
• Astroclimes -- measuring the abundance of CO₂ and CH₄ in the Earth's atmosphere using astronomical observations
• The universal growth of magnetic energy during the nonlinear phase of subsonic and supersonic small-scale dynamos
• Discovery of Multiply Ionized Iron Emission Powered by an Active Galactic Nucleus in a z~7 Little Red Dot
• Quantum Markov Chain Monte Carlo for Cosmological Functions
• Interacting k-essence field with non-pressureless Dark Matter: Cosmological Dynamics and Observational Constraints
• Observational Constraints on a Spinor Field Generalized Chaplygin Gas Model in a Spherically Symmetric FLRW Spacetime
• The Hierarchical Merger Scenario for GW231123
• A dense dark matter core of the subhalo in the strong lensing system JVAS B1938+666
• Exclusive J/ψ production off a dilute proton within a refined hotspot description
• NLO observables for QCD-like theories and application to pion dark matter
• HET/HPF observations of Helium in warm, hot, and ultra-hot Jupiters
• JWST Detection of Hydrocarbon Ices and Methane Gas on Makemake
• HD 143811 AB b: A Directly Imaged Planet Orbiting a Spectroscopic Binary in Sco-Cen
• Characterization of the Host Binary of the Directly Imaged Exoplanet HD 143811 AB b
• Carbon-Enhanced Dwarf Stars Are Predominantly a Halo Population
• The Molecular Inventory of TMC-1 with GOTHAM Observations
• Understanding JWST water spectra: what can thermochemical models tell us about the (cold) water in protoplanetary disks?
• The first radio view of a type Ibn supernova in SN 2023fyq: Understanding the mass-loss history in the last decade before the explosion
• Marginal IR running of Gravity as a Natural Explanation for Dark Matter
• A Comparison of Full Spectral Fitting Codes for Measuring the Stellar Initial Mass Function and Other Stellar Population Properties in Elliptical Galaxies
• The orbital anisotropy profile of the Gaia-Sausage/Enceladus accretion remnant
• High Resolution ALMA Data of the Fomalhaut Debris Disk Confirms Apsidal Width Variation
• SN 2019hnl: A Type IIP Supernova with a Partially Stripped, Low Mass Progenitor
• Revealing Fine Structure in Protoplanetary Disks with Physics Constrained Neural Fields
• Crowning the Queen: Membership, Age, Rotation, and Activity for the Open Cluster Coma Berenices
• Metallicity of the double Red Clump in the Milky Way Bulge
• Influence of supermassive primordial black holes on ultraviolet luminosity of high-redshift galaxies
• ALMA Reveals an Eccentricity Gradient in the Fomalhaut Debris Disk
• Radiative Transfer Modeling of a Shadowed Protoplanetary Disk assisted by a Neural Network
• Transport Properties of QGP within a Bayesian Holographic QCD Model
• The Interstellar Medium in I Zw 18 seen with JWST/MIRI: II. Warm Molecular Hydrogen and Warm Dust
• Cascading from the winds to the disk: the universality of supernovae-driven turbulence in different galactic interstellar media
• Recovering the Dust Mass Budget with PRIMA
• Atmospheric composition and circulation of the ultra-hot Jupiter WASP-121b with joint NIRPS, HARPS and CRIRES+ transit spectroscopy
• Lensing Stability and Scattering Phenomena in Anisotropic Black Hole Spacetimes in Plasma
• The Impact of Spectroscopic Redshift Errors on Cosmological Measurements
• Cosmo-Learn: code for learning cosmology using different methods and mock data
• Glimmers in the Cosmic Dawn. III. On the Photometrically Determined Black Hole Mass to Stellar Mass Relation Across Cosmic Time
• HSTPROMO Internal Proper Motion Kinematics of Dwarf Spheroidal Galaxies: II. Velocity Anisotropy and Dark Matter Cusp Slope of Sculptor
• High sensitivity molecular line observations towards the L1544 pre-stellar core challenge current models
• Stringent Upper Bounds on Atmospheric Mass Loss from Three Neptune-Sized Planets in the TOI-4010 System
• CONAN: A Python package for modeling lightcurve and radial velocity data of exoplanetary systems
• A Constraint on Dark Matter Self-Interaction from Combined Strong Lensing and Stellar Kinematics in MACS J0138-2155
• Optical Spectroscopy of the Most Compact Accreting Binary Harboring a Magnetic White Dwarf and a Hydrogen-rich Donor
• Prospects for EMRI/MBH parameter estimation using Quasi-Periodic Eruption timings: short-timescale analysis
• Tip of the Red Giant Branch Distances to NGC 1316, NGC 1380, NGC 1404, &amp; NGC 4457: A Pilot Study of a Parallel Distance Ladder Using Type Ia Supernovae in Early-Type Host Galaxies
• Evidence of Titanate Clouds in the Day-side Atmosphere of the Ultra-Hot Jupiter WASP-121b
• Do White Dwarfs Sample Water-Rich Planetary Material?
• Constraining the Baryon Content of Cosmic Filaments Using Localized Fast Radio Bursts and DESI Imaging Data
• The JWST/MIRI view of the planetary nebula NGC 6302 I.: a UV irradiated torus and a hot bubble triggering PAH formation
• STCTM: a forward modeling and retrieval framework for stellar contamination and stellar spectra
• VLT/MUSE Detection of the AB Aurigae b Protoplanet with H _{\rm α} Spectroscopy
• Long-term simultaneous 2.25/8.60~GHz monitoring of the newly-discovered repeating FRB~20240114A
• Hard X-ray Emission in AU Mic Flares: A Minor Contributor to Planetary Atmospheric Escape
• TrES-1 b: A Case Study in Detecting Secular Evolution of Exoplanet Orbits
• A Spectroscopic Hunt for Post-Red Supergiants in the Large Magellanic Cloud II: Turbulent Line Broadening in the Spectra of LMC Yellow Supergiants
• Modeling tails of escaping gas in exoplanet atmospheres with Harmonica
• Growth Index in the γδCDM model
• Breaking the Baryon Density\unicodex2013Hubble Constant Degeneracy in Fast Radio Burst Applications with Associated Gravitational Waves
• The radio flare and multi-wavelength afterglow of the short GRB 231117A: energy injection from a violent shell collision
• CPL-parametrized cosmic expansion in Galileon gravity: Constraints from recent data
• Peculiar Disk Substructures Associated with the Young Eruptive Star EX Lupi
• First measurement of the triaxiality of the inner dark matter halo of the Milky Way
• Parameter constraints on Horndeski rotating black hole through quasiperiodic oscillations
• Modification of adhesion between microparticles and engineered silicon surfaces
• Comprehensive Statistical Analysis of Initial Lorentz Factor and Jet Opening Angle of Gamma-Ray Bursts
• Aligned Stellar Obliquities for Two Hot Jupiter-hosting M Dwarfs Revealed by MAROON-X: Implications for Hot Jupiter Formation
• Thermodynamics of Heavy Quarkonium in a Bayesian Holographic QCD model
• Comparison of random field discretizations for high-resolution Bayesian parameter identification in finite element elasticity
• Bayesian Calibration of the Crossterms Eigenvolume HRG Model: Integrating Lattice QCD and Experimental Data
• Examining AGN UV/Optical Variability Beyond the Simple Damped Random Walk. II. Insights from 22 Years Observations of SDSS, PS1 and ZTF
• Cosmology-informed Neural Networks to infer dark energy equation-of-state
• Bayesian 3D modeling of the orbital dynamics of wide binary stars: General Python algorithms to infer gravity
• The BSN Application-I: Photometric Light Curve Solutions of Contact Binary Systems
• The End of the Road for Far-infrared Reddening Maps? Evidence for Reddening Errors Driven by Changes in PAH Abundance
• SN 2021aaev: a Hydrogen-Rich Superluminous Supernova with Early Flash and Long-Lived Circumstellar Interaction in an Unusual Host Environment
• Pulsations change the structures of massive stars before they explode: interpreting the nearby supernova SN 2023ixf
• The Type II SN 2025pht in NGC 1637: A Red Supergiant with Carbon-rich Circumstellar Dust as the First JWST Detection of a Supernova Progenitor Star
• On frequentist confidence intervals in a non-Gaussian regime
• Strong NUV Refractory Absorption and Dissociated Water in the Hubble Transmission Spectrum of the Ultra Hot Jupiter KELT-20 b
• Thermal Sunyaev-Zel'dovich Effect in the circumgalactic medium -- II: dependence on star formation
• AT2022sxl: A Candidate Repeating Tidal Disruption Event in Possible Association with Two High-Energy Neutrino Events
• Particle physics models of interacting bosonic dark energy and fermionic dark matter in Einstein scalar Gauss-Bonnet gravity
• Halo Occupation Distribution of Quasars: Dependence on Luminosity, Redshift, Black Hole Mass and Feedback Modes
• Searching for Planets Orbiting ε~Eridani with JWST/NIRCam
• Do Rocky Planets around M Stars Have Atmospheres? A Statistical Approach to the Cosmic Shoreline
• Parametrizing the Hubble function instead of dark energy: Many possibilities
• Quantifying thermal water dissociation in the dayside photosphere of WASP-121 b using NIRPS
• Direct Imaging Explorations for Companions from the Subaru/IRD Strategic Program II; Discovery of a Brown-dwarf Companion around a Nearby Mid-M-dwarf LSPM J1446+4633
• The 6 yr Radio Light Curve of the Tidal Disruption Event AT2019azh
• Probing neutral outflows in z ~ 2 galaxies using JWST observations of Ca II H and K absorption lines
• One-third of Sun-like stars are born with misaligned planet-forming disks
• Combined tracer analysis for DESI 2024 BAO
• Cosmic string gravitational wave backgrounds at LISA: I. Signal survey, template reconstruction, and model comparison
• Constraints on transition redshift utilizing the latest H(z) measurements and comments on the Hubble tension
• Hubble constant constraint using 117 FRBs with a more accurate probability density function for \rm DM_{\rm diff}
• Rapid parameter estimation with the full symphony of compact binary mergers using meshfree approximation
• A second-generation star in a relic dwarf galaxy
• The First Radio-Bright Off-Nuclear TDE 2024tvd Reveals the Fastest-Evolving Double-Peaked Radio Emission
• Profiling Dark Matter Spikes with Gravitational Waves from Accelerated Binaries
• JWST-TST DREAMS: A Precise Water Abundance for Hot Jupiter WASP-17b from the NIRISS SOSS Transmission Spectrum
• Quintom-like transit universe models in Metric-affine Myrzakulov f(R,T,Q,T_m) gravity
• A fast radio burst from the first 3 billion years of the Universe
• Using Faded Changing-Look Quasars to Unveil the Spectral Energy Distribution Evolution of Low-Luminosity Active Galactic Nuclei
• Daily fluctuations propagate damply through the accretion disk of Swift J1727.8-1613
• Orbital and Pulsation Analysis of 42 Heartbeat Stars Discovered in TESS Data
• Unlocking New Paths for Science with Extreme-Mass-Ratio Inspirals: Machine Learning-Enhanced MCMC for Accurate Parameter Inversion
• Signature of a magnetar central engine with precession motion in the X-ray emission of GRB 220711B
• An investigation of a varying G through Strong Lensing and SNe Ia observations
• The Simons Observatory: Assessing the Impact of Dust Complexity on the Recovery of Primordial B-modes
• SHELLQs-JWST perspective on the intrinsic mass relation between supermassive black holes and their host galaxies at z &gt; 6
• A MaNGA about the Legacy I: Connecting the Assembly of Stellar Halo with the Average Star Formation History in Low-Redshift Massive Galaxies
• Impact of the H275Y and I223V Mutations in the Neuraminidase of the 2009 Pandemic Influenza Virus In Vitro and Evaluating Experimental Reproducibility. [europepmc]
• Inferring the physical properties of yeast chromatin through Bayesian analysis of whole nucleus simulations. [europepmc]
• Gonadotropin-Releasing Hormone (GnRH) Neuron Excitability Is Regulated by Estradiol Feedback and Kisspeptin. [europepmc]
• Bayesian comparison of explicit and implicit causal inference strategies in multisensory heading perception. [europepmc]
• Uncovering critical properties of the human respiratory syncytial virus by combining in vitro assays and in silico analyses. [europepmc]
• Polymer coil-globule phase transition is a universal folding principle of Drosophila epigenetic domains. [europepmc]
• Characterization of sequentially-staged cancer cells using electrorotation. [europepmc]
• Pronounced somatic bottleneck in mitochondrial DNA of human hair. [europepmc]
• COVID-19 pandemics modeling with modified determinist SEIR, social distancing, and age stratification. The effect of vertical confinement and release in Brazil. [europepmc]
• Quantification of Ebola virus replication kinetics in vitro. [europepmc]
• Reconstructing the Composition of Per- and Polyfluoroalkyl Substances in Contemporary Aqueous Film-Forming Foams. [europepmc]
• Isolating the AFFF Signature in Coastal Watersheds Using Oxidizable PFAS Precursors and Unexplained Organofluorine. [europepmc]
• Optimal proteome allocation and the temperature dependence of microbial growth laws. [europepmc]
• Bayesian calibration, process modeling and uncertainty quantification in biotechnology. [europepmc]
• Evidence for postnatal neurogenesis in the human amygdala. [europepmc]
• Hyperphosphorylated tau self-assembles into amorphous aggregates eliciting TLR4-dependent responses. [europepmc]
• Efficient Bayesian inference for stochastic agent-based models. [europepmc]
• PFAS and Precursor Bioaccumulation in Freshwater Recreational Fish: Implications for Fish Advisories. [europepmc]
• Early Release Science of the exoplanet WASP-39b with JWST NIRSpec PRISM. [europepmc]
• Early Release Science of the exoplanet WASP-39b with JWST NIRCam. [europepmc]
• Nitrifying Microorganisms Linked to Biotransformation of Perfluoroalkyl Sulfonamido Precursors from Legacy Aqueous Film-Forming Foams. [europepmc]
• Quantifying cooperative multisite binding in the hub protein LC8 through Bayesian inference. [europepmc]
• Integrative dynamic structural biology unveils conformers essential for the oligomerization of a large GTPase. [europepmc]
• No thick carbon dioxide atmosphere on the rocky exoplanet TRAPPIST-1 c. [europepmc]
• Modelling the transmission dynamics of H9N2 avian influenza viruses in a live bird market. [europepmc]

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